merged_2022_cleaned

Dataset statistics

Number of variables	19
Number of observations	90944
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	49.3 MiB
Average record size in memory	568.3 B

Variable types

Categorical	6
Numeric	13

Alerts

`province` has a high cardinality: 79 distinct values	High cardinality
`city` has a high cardinality: 1346 distinct values	High cardinality
`barangay` has a high cardinality: 23700 distinct values	High cardinality
`CLUSTERED_PRECINCTS` has a high cardinality: 41669 distinct values	High cardinality
`POLLINGCENTER` has a high cardinality: 34412 distinct values	High cardinality
`DOMAGOSO, ISKO MORENO (AKSYON)` is highly correlated with `LACSON, PING (PDR)`	High correlation
`LACSON, PING (PDR)` is highly correlated with `DOMAGOSO, ISKO MORENO (AKSYON)`	High correlation
`MARCOS, BONGBONG (PFP)` is highly correlated with `CLUSTERTOTAL`	High correlation
`CLUSTERTOTAL` is highly correlated with `MARCOS, BONGBONG (PFP)`	High correlation
`MARCOS, BONGBONG (PFP)` is highly correlated with `CLUSTERTOTAL`	High correlation
`CLUSTERTOTAL` is highly correlated with `MARCOS, BONGBONG (PFP)`	High correlation
`region` is highly correlated with `province`	High correlation
`province` is highly correlated with `region`	High correlation
`region` is highly correlated with `province` and 4 other fields	High correlation
`province` is highly correlated with `region` and 7 other fields	High correlation
`precinct_id` is highly correlated with `region` and 2 other fields	High correlation
`MANGONDATO, FAISAL (KTPNAN)` is highly correlated with `province`	High correlation
`MARCOS, BONGBONG (PFP)` is highly correlated with `region` and 3 other fields	High correlation
`PACQUIAO, MANNY PACMAN(PROMDI)` is highly correlated with `province`	High correlation
`ROBREDO, LENI (IND)` is highly correlated with `region` and 2 other fields	High correlation
`CLUSTER` is highly correlated with `province`	High correlation
`CLUSTERTOTAL` is highly correlated with `region` and 3 other fields	High correlation
`GONZALES, NORBERTO (PDSP)` is highly skewed (γ1 = 40.47747801)	Skewed
`precinct_id` has unique values	Unique
`ABELLA, ERNIE (IND)` has 37891 (41.7%) zeros	Zeros
`DE GUZMAN, LEODY (PLM)` has 43523 (47.9%) zeros	Zeros
`DOMAGOSO, ISKO MORENO (AKSYON)` has 4054 (4.5%) zeros	Zeros
`GONZALES, NORBERTO (PDSP)` has 42788 (47.0%) zeros	Zeros
`LACSON, PING (PDR)` has 8720 (9.6%) zeros	Zeros
`MANGONDATO, FAISAL (KTPNAN)` has 62183 (68.4%) zeros	Zeros
`MONTEMAYOR, JOSE JR. (DPP)` has 56513 (62.1%) zeros	Zeros
`PACQUIAO, MANNY PACMAN(PROMDI)` has 3903 (4.3%) zeros	Zeros

Reproduction

Analysis started	2022-05-21 16:38:24.246308
Analysis finished	2022-05-21 16:39:37.299142
Duration	1 minute and 13.05 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

region
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.8 MiB

REGION IV-A	13190
REGION III	10817
REGION VI	8395
REGION VII	7955
REGION V	6593
Other values (11)	43994

Length

Max length	11
Median length	10
Mean length	9.386402621
Min length	3

Characters and Unicode

Total characters	853637
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	REGION X
2nd row	REGION X
3rd row	REGION X
4th row	REGION X
5th row	REGION X

Common Values

Value	Count	Frequency (%)
REGION IV-A	13190	14.5%
REGION III	10817	11.9%
REGION VI	8395	9.2%
REGION VII	7955	8.7%
REGION V	6593	7.2%
REGION I	5908	6.5%
REGION VIII	5748	6.3%
REGION X	4925	5.4%
REGION XI	4653	5.1%
REGION XII	4037	4.4%
Other values (6)	18723	20.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
region	86171	48.7%
iv-a	13190	7.4%
iii	10817	6.1%
vi	8395	4.7%
vii	7955	4.5%
v	6593	3.7%
i	5908	3.3%
viii	5748	3.2%
x	4925	2.8%
xi	4653	2.6%
Other values (7)	22760	12.9%

Most occurring characters

Value	Count	Frequency (%)
I	215853	25.3%
R	90152	10.6%
O	86963	10.2%
E	86171	10.1%
G	86171	10.1%
N	86171	10.1%
	86171	10.1%
V	45962	5.4%
X	20349	2.4%
A	17963	2.1%
Other values (3)	31711	3.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	750987	88.0%
Space Separator	86171	10.1%
Dash Punctuation	16479	1.9%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
I	215853	28.7%
R	90152	12.0%
O	86963	11.6%
E	86171	11.5%
G	86171	11.5%
N	86171	11.5%
V	45962	6.1%
X	20349	2.7%
A	17963	2.4%
M	7962	1.1%

Space Separator

Value	Count	Frequency (%)
	86171	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	16479	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	750987	88.0%
Common	102650	12.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
I	215853	28.7%
R	90152	12.0%
O	86963	11.6%
E	86171	11.5%
G	86171	11.5%
N	86171	11.5%
V	45962	6.1%
X	20349	2.7%
A	17963	2.4%
M	7962	1.1%

Common

Value	Count	Frequency (%)
	86171	83.9%
-	16479	16.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	853637	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
I	215853	25.3%
R	90152	10.6%
O	86963	10.2%
E	86171	10.1%
G	86171	10.1%
N	86171	10.1%
	86171	10.1%
V	45962	5.4%
X	20349	2.4%
A	17963	2.1%
Other values (3)	31711	3.7%

province
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION

Distinct	79
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.8 MiB

CEBU	4650
PANGASINAN	3307
CAVITE	3099
ILOILO	3019
LAGUNA	2918
Other values (74)	73951

Length

Max length	23
Median length	17
Mean length	9.639525422
Min length	4

Characters and Unicode

Total characters	876657
Distinct characters	27
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	BUKIDNON
2nd row	BUKIDNON
3rd row	BUKIDNON
4th row	BUKIDNON
5th row	BUKIDNON

Common Values

Value	Count	Frequency (%)
CEBU	4650	5.1%
PANGASINAN	3307	3.6%
CAVITE	3099	3.4%
ILOILO	3019	3.3%
LAGUNA	2918	3.2%
BULACAN	2833	3.1%
NEGROS OCCIDENTAL	2823	3.1%
BATANGAS	2668	2.9%
NUEVA ECIJA	2367	2.6%
RIZAL	2273	2.5%
Other values (69)	60987	67.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
del	10879	7.9%
sur	9515	6.9%
norte	5825	4.2%
davao	4653	3.4%
cebu	4650	3.4%
oriental	4552	3.3%
occidental	4405	3.2%
negros	4244	3.1%
zamboanga	3744	2.7%
pangasinan	3307	2.4%
Other values (71)	82321	59.6%

Most occurring characters

Value	Count	Frequency (%)
A	148540	16.9%
N	77461	8.8%
O	66549	7.6%
E	63339	7.2%
L	53653	6.1%
I	52223	6.0%
S	48113	5.5%
	47151	5.4%
R	44576	5.1%
U	40139	4.6%
Other values (17)	234913	26.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	829106	94.6%
Space Separator	47151	5.4%
Dash Punctuation	400	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	148540	17.9%
N	77461	9.3%
O	66549	8.0%
E	63339	7.6%
L	53653	6.5%
I	52223	6.3%
S	48113	5.8%
R	44576	5.4%
U	40139	4.8%
T	39676	4.8%
Other values (15)	194837	23.5%

Space Separator

Value	Count	Frequency (%)
	47151	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	400	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	829106	94.6%
Common	47551	5.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	148540	17.9%
N	77461	9.3%
O	66549	8.0%
E	63339	7.6%
L	53653	6.5%
I	52223	6.3%
S	48113	5.8%
R	44576	5.4%
U	40139	4.8%
T	39676	4.8%
Other values (15)	194837	23.5%

Common

Value	Count	Frequency (%)
	47151	99.2%
-	400	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	876657	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	148540	16.9%
N	77461	8.8%
O	66549	7.6%
E	63339	7.2%
L	53653	6.1%
I	52223	6.0%
S	48113	5.5%
	47151	5.4%
R	44576	5.1%
U	40139	4.6%
Other values (17)	234913	26.8%

city
Categorical

HIGH CARDINALITY

Distinct	1346
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	5.8 MiB

CITY OF DAVAO	1266
CITY OF CEBU	888
CITY OF ANTIPOLO	650
CITY OF ZAMBOANGA	625
CITY OF DASMARIÑAS	527
Other values (1341)	86988

Length

Max length	31
Median length	24
Mean length	10.04997581
Min length	3

Characters and Unicode

Total characters	913985
Distinct characters	31
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	BAUNGON
2nd row	BAUNGON
3rd row	BAUNGON
4th row	BAUNGON
5th row	BAUNGON

Common Values

Value	Count	Frequency (%)
CITY OF DAVAO	1266	1.4%
CITY OF CEBU	888	1.0%
CITY OF ANTIPOLO	650	0.7%
CITY OF ZAMBOANGA	625	0.7%
CITY OF DASMARIÑAS	527	0.6%
CITY OF CAGAYAN DE ORO	523	0.6%
CITY OF ILOILO	499	0.5%
CITY OF GENERAL SANTOS	496	0.5%
CITY OF CALAMBA	468	0.5%
SANTA CRUZ	454	0.5%
Other values (1336)	84548	93.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
city	24623	15.5%
of	24189	15.2%
san	6024	3.8%
santa	2119	1.3%
davao	1266	0.8%
jose	1102	0.7%
general	1017	0.6%
cebu	888	0.6%
antipolo	650	0.4%
fernando	628	0.4%
Other values (1384)	96671	60.7%

Most occurring characters

Value	Count	Frequency (%)
A	155380	17.0%
O	78467	8.6%
N	70088	7.7%
I	70029	7.7%
	68233	7.5%
T	53637	5.9%
C	47319	5.2%
L	42743	4.7%
S	36495	4.0%
Y	35550	3.9%
Other values (21)	256044	28.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	843657	92.3%
Space Separator	68233	7.5%
Other Punctuation	1060	0.1%
Dash Punctuation	1035	0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	155380	18.4%
O	78467	9.3%
N	70088	8.3%
I	70029	8.3%
T	53637	6.4%
C	47319	5.6%
L	42743	5.1%
S	36495	4.3%
Y	35550	4.2%
G	30471	3.6%
Other values (17)	223478	26.5%

Other Punctuation

Value	Count	Frequency (%)
.	789	74.4%
'	271	25.6%

Space Separator

Value	Count	Frequency (%)
	68233	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1035	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	843657	92.3%
Common	70328	7.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	155380	18.4%
O	78467	9.3%
N	70088	8.3%
I	70029	8.3%
T	53637	6.4%
C	47319	5.6%
L	42743	5.1%
S	36495	4.3%
Y	35550	4.2%
G	30471	3.6%
Other values (17)	223478	26.5%

Common

Value	Count	Frequency (%)
	68233	97.0%
-	1035	1.5%
.	789	1.1%
'	271	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	912521	99.8%
None	1464	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	155380	17.0%
O	78467	8.6%
N	70088	7.7%
I	70029	7.7%
	68233	7.5%
T	53637	5.9%
C	47319	5.2%
L	42743	4.7%
S	36495	4.0%
Y	35550	3.9%
Other values (20)	254580	27.9%

None

Value	Count	Frequency (%)
Ñ	1464	100.0%

barangay
Categorical

HIGH CARDINALITY

Distinct	23700
Distinct (%)	26.1%
Missing	0
Missing (%)	0.0%
Memory size	5.8 MiB

POBLACION	2658
SAN ISIDRO	900
SAN JOSE	664
SAN VICENTE	494
SAN ROQUE	477
Other values (23695)	85751

Length

Max length	44
Median length	38
Mean length	9.233165464
Min length	2

Characters and Unicode

Total characters	839701
Distinct characters	45
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8633 ?
Unique (%)	9.5%

Sample

1st row	BALINTAD
2nd row	BUENAVISTA
3rd row	DANATAG
4th row	DANATAG
5th row	DANATAG

Common Values

Value	Count	Frequency (%)
POBLACION	2658	2.9%
SAN ISIDRO	900	1.0%
SAN JOSE	664	0.7%
SAN VICENTE	494	0.5%
SAN ROQUE	477	0.5%
SAN JUAN	462	0.5%
SAN ANTONIO	401	0.4%
SANTO NIÑO	384	0.4%
SANTA CRUZ	366	0.4%
SAN MIGUEL	300	0.3%
Other values (23690)	83838	92.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
san	7970	6.1%
pob	6800	5.2%
poblacion	4135	3.2%
santa	1810	1.4%
barangay	1567	1.2%
ii	1152	0.9%
i	1139	0.9%
santo	1089	0.8%
isidro	1083	0.8%
jose	994	0.8%
Other values (19602)	102351	78.7%

Most occurring characters

Value	Count	Frequency (%)
A	156789	18.7%
N	85086	10.1%
O	64845	7.7%
I	55384	6.6%
L	42366	5.0%
B	41074	4.9%
	39146	4.7%
S	37830	4.5%
G	37031	4.4%
T	31657	3.8%
Other values (35)	248493	29.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	773171	92.1%
Space Separator	39146	4.7%
Other Punctuation	7825	0.9%
Close Punctuation	6380	0.8%
Open Punctuation	6380	0.8%
Dash Punctuation	4082	0.5%
Decimal Number	2717	0.3%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	156789	20.3%
N	85086	11.0%
O	64845	8.4%
I	55384	7.2%
L	42366	5.5%
B	41074	5.3%
S	37830	4.9%
G	37031	4.8%
T	31657	4.1%
U	30086	3.9%
Other values (17)	191023	24.7%

Decimal Number

Value	Count	Frequency (%)
1	746	27.5%
2	543	20.0%
3	352	13.0%
4	220	8.1%
5	187	6.9%
6	166	6.1%
0	159	5.9%
9	122	4.5%
8	118	4.3%
7	104	3.8%

Other Punctuation

Value	Count	Frequency (%)
.	7771	99.3%
'	44	0.6%
/	8	0.1%
*	2	< 0.1%

Space Separator

Value	Count	Frequency (%)
	39146	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	6380	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6380	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4082	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	773171	92.1%
Common	66530	7.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	156789	20.3%
N	85086	11.0%
O	64845	8.4%
I	55384	7.2%
L	42366	5.5%
B	41074	5.3%
S	37830	4.9%
G	37031	4.8%
T	31657	4.1%
U	30086	3.9%
Other values (17)	191023	24.7%

Common

Value	Count	Frequency (%)
	39146	58.8%
.	7771	11.7%
)	6380	9.6%
(	6380	9.6%
-	4082	6.1%
1	746	1.1%
2	543	0.8%
3	352	0.5%
4	220	0.3%
5	187	0.3%
Other values (8)	723	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	838730	99.9%
None	971	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	156789	18.7%
N	85086	10.1%
O	64845	7.7%
I	55384	6.6%
L	42366	5.1%
B	41074	4.9%
	39146	4.7%
S	37830	4.5%
G	37031	4.4%
T	31657	3.8%
Other values (34)	247522	29.5%

None

Value	Count	Frequency (%)
Ñ	971	100.0%

precinct_id
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	90944
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39156810.06

Minimum	2010001
Maximum	93150021
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	710.6 KiB

Quantile statistics

Minimum	2010001
5-th percentile	7020080.15
Q1	21200212.75
median	37260055.5
Q3	55360045.25
95-th percentile	73320265.85
Maximum	93150021
Range	91140020
Interquartile range (IQR)	34159832.5

Descriptive statistics

Standard deviation	21501228.82
Coefficient of variation (CV)	0.5491057313
Kurtosis	-0.869922715
Mean	39156810.06
Median Absolute Deviation (MAD)	16910002
Skewness	0.2346655242
Sum	3.561076934 × 10¹²
Variance	4.623028409 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13010009	1	< 0.1%
47100066	1	< 0.1%
47100042	1	< 0.1%
47100041	1	< 0.1%
47100040	1	< 0.1%
47100039	1	< 0.1%
47100038	1	< 0.1%
47100037	1	< 0.1%
47100036	1	< 0.1%
47100035	1	< 0.1%
Other values (90934)	90934	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2010001	1	< 0.1%
2010002	1	< 0.1%
2010003	1	< 0.1%
2010004	1	< 0.1%
2010005	1	< 0.1%
2010006	1	< 0.1%
2010007	1	< 0.1%
2010008	1	< 0.1%
2010009	1	< 0.1%
2010010	1	< 0.1%

Value	Count	Frequency (%)
93150021	1	< 0.1%
93150020	1	< 0.1%
93150019	1	< 0.1%
93150018	1	< 0.1%
93150017	1	< 0.1%
93150016	1	< 0.1%
93150015	1	< 0.1%
93150014	1	< 0.1%
93150010	1	< 0.1%
93150008	1	< 0.1%

ABELLA, ERNIE (IND)
Real number (ℝ_≥0)

ZEROS

Distinct	28
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.167223786

Minimum	0
Maximum	33
Zeros	37891
Zeros (%)	41.7%
Negative	0
Negative (%)	0.0%
Memory size	710.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	4
Maximum	33
Range	33
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.51002085
Coefficient of variation (CV)	1.29368581
Kurtosis	16.96523782
Mean	1.167223786
Median Absolute Deviation (MAD)	1
Skewness	2.68437044
Sum	106152
Variance	2.280162966
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
0	37891	41.7%
1	26402	29.0%
2	13788	15.2%
3	6559	7.2%
4	3146	3.5%
5	1508	1.7%
6	748	0.8%
7	361	0.4%
8	208	0.2%
9	133	0.1%
Other values (18)	200	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	37891	41.7%
1	26402	29.0%
2	13788	15.2%
3	6559	7.2%
4	3146	3.5%
5	1508	1.7%
6	748	0.8%
7	361	0.4%
8	208	0.2%
9	133	0.1%

Value	Count	Frequency (%)
33	1	< 0.1%
29	1	< 0.1%
26	1	< 0.1%
25	2	< 0.1%
23	3	< 0.1%
22	1	< 0.1%
21	1	< 0.1%
20	1	< 0.1%
19	2	< 0.1%
18	4	< 0.1%

DE GUZMAN, LEODY (PLM)
Real number (ℝ_≥0)

ZEROS

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8837966221

Minimum	0
Maximum	66
Zeros	43523
Zeros (%)	47.9%
Negative	0
Negative (%)	0.0%
Memory size	710.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	3
Maximum	66
Range	66
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.233777049
Coefficient of variation (CV)	1.395996566
Kurtosis	213.6904377
Mean	0.8837966221
Median Absolute Deviation (MAD)	1
Skewness	6.783433344
Sum	80376
Variance	1.522205807
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	43523	47.9%
1	27504	30.2%
2	12320	13.5%
3	4739	5.2%
4	1752	1.9%
5	619	0.7%
6	239	0.3%
7	116	0.1%
8	46	0.1%
9	20	< 0.1%
Other values (21)	66	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	43523	47.9%
1	27504	30.2%
2	12320	13.5%
3	4739	5.2%
4	1752	1.9%
5	619	0.7%
6	239	0.3%
7	116	0.1%
8	46	0.1%
9	20	< 0.1%

Value	Count	Frequency (%)
66	1	< 0.1%
58	1	< 0.1%
51	1	< 0.1%
41	1	< 0.1%
34	2	< 0.1%
32	1	< 0.1%
30	1	< 0.1%
27	2	< 0.1%
26	1	< 0.1%
24	1	< 0.1%

DOMAGOSO, ISKO MORENO (AKSYON)
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	161
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.59366203

Minimum	0
Maximum	351
Zeros	4054
Zeros (%)	4.5%
Negative	0
Negative (%)	0.0%
Memory size	710.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
median	11
Q3	21
95-th percentile	39
Maximum	351
Range	351
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	13.36843048
Coefficient of variation (CV)	0.9160435842
Kurtosis	20.90718928
Mean	14.59366203
Median Absolute Deviation (MAD)	7
Skewness	2.515340264
Sum	1327206
Variance	178.7149334
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	4447	4.9%
2	4406	4.8%
4	4344	4.8%
5	4314	4.7%
1	4059	4.5%
0	4054	4.5%
6	3962	4.4%
7	3861	4.2%
8	3590	3.9%
9	3458	3.8%
Other values (151)	50449	55.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4054	4.5%
1	4059	4.5%
2	4406	4.8%
3	4447	4.9%
4	4344	4.8%
5	4314	4.7%
6	3962	4.4%
7	3861	4.2%
8	3590	3.9%
9	3458	3.8%

Value	Count	Frequency (%)
351	1	< 0.1%
339	1	< 0.1%
256	1	< 0.1%
240	1	< 0.1%
223	1	< 0.1%
213	1	< 0.1%
200	1	< 0.1%
188	1	< 0.1%
184	1	< 0.1%
180	1	< 0.1%

GONZALES, NORBERTO (PDSP)
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	22
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8981131246

Minimum	0
Maximum	197
Zeros	42788
Zeros (%)	47.0%
Negative	0
Negative (%)	0.0%
Memory size	710.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	3
Maximum	197
Range	197
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.414158809
Coefficient of variation (CV)	1.574588735
Kurtosis	4961.553315
Mean	0.8981131246
Median Absolute Deviation (MAD)	1
Skewness	40.47747801
Sum	81678
Variance	1.999845136
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	42788	47.0%
1	28035	30.8%
2	12369	13.6%
3	4827	5.3%
4	1725	1.9%
5	685	0.8%
6	262	0.3%
7	119	0.1%
8	56	0.1%
9	22	< 0.1%
Other values (12)	56	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	42788	47.0%
1	28035	30.8%
2	12369	13.6%
3	4827	5.3%
4	1725	1.9%
5	685	0.8%
6	262	0.3%
7	119	0.1%
8	56	0.1%
9	22	< 0.1%

Value	Count	Frequency (%)
197	1	< 0.1%
134	1	< 0.1%
57	1	< 0.1%
28	1	< 0.1%
23	2	< 0.1%
18	2	< 0.1%
15	2	< 0.1%
14	3	< 0.1%
13	9	< 0.1%
12	8	< 0.1%

LACSON, PING (PDR)
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	125
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.682694845

Minimum	0
Maximum	225
Zeros	8720
Zeros (%)	9.6%
Negative	0
Negative (%)	0.0%
Memory size	710.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	11
95-th percentile	22
Maximum	225
Range	225
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	8.510086165
Coefficient of variation (CV)	1.107695455
Kurtosis	44.90629769
Mean	7.682694845
Median Absolute Deviation (MAD)	4
Skewness	4.078346402
Sum	698695
Variance	72.42156653
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8720	9.6%
1	8514	9.4%
2	8282	9.1%
3	7606	8.4%
4	6989	7.7%
5	6150	6.8%
6	5460	6.0%
7	4818	5.3%
8	4289	4.7%
9	3789	4.2%
Other values (115)	26327	28.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8720	9.6%
1	8514	9.4%
2	8282	9.1%
3	7606	8.4%
4	6989	7.7%
5	6150	6.8%
6	5460	6.0%
7	4818	5.3%
8	4289	4.7%
9	3789	4.2%

Value	Count	Frequency (%)
225	1	< 0.1%
218	1	< 0.1%
215	1	< 0.1%
212	1	< 0.1%
202	1	< 0.1%
193	1	< 0.1%
166	1	< 0.1%
164	1	< 0.1%
160	1	< 0.1%
143	1	< 0.1%

MANGONDATO, FAISAL (KTPNAN)
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	329
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.657932354

Minimum	0
Maximum	573
Zeros	62183
Zeros (%)	68.4%
Negative	0
Negative (%)	0.0%
Memory size	710.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	5
Maximum	573
Range	573
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	18.55126433
Coefficient of variation (CV)	6.979584826
Kurtosis	190.7911303
Mean	2.657932354
Median Absolute Deviation (MAD)	0
Skewness	12.46620046
Sum	241723
Variance	344.1494081
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	62183	68.4%
1	16899	18.6%
2	4500	4.9%
3	1597	1.8%
4	850	0.9%
5	639	0.7%
6	484	0.5%
7	345	0.4%
8	306	0.3%
9	262	0.3%
Other values (319)	2879	3.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	62183	68.4%
1	16899	18.6%
2	4500	4.9%
3	1597	1.8%
4	850	0.9%
5	639	0.7%
6	484	0.5%
7	345	0.4%
8	306	0.3%
9	262	0.3%

Value	Count	Frequency (%)
573	1	< 0.1%
563	1	< 0.1%
529	1	< 0.1%
495	1	< 0.1%
461	1	< 0.1%
453	1	< 0.1%
451	1	< 0.1%
443	1	< 0.1%
441	1	< 0.1%
436	1	< 0.1%

MARCOS, BONGBONG (PFP)
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	839
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	290.289002

Minimum	0
Maximum	1105
Zeros	352
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	710.6 KiB

Quantile statistics

Minimum	0
5-th percentile	50
Q1	182
median	300
Q3	393
95-th percentile	515
Maximum	1105
Range	1105
Interquartile range (IQR)	211

Descriptive statistics

Standard deviation	143.0980682
Coefficient of variation (CV)	0.4929503607
Kurtosis	-0.3952529356
Mean	290.289002
Median Absolute Deviation (MAD)	104
Skewness	0.03593745601
Sum	26400043
Variance	20477.05714
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	352	0.4%
345	290	0.3%
378	272	0.3%
365	269	0.3%
356	269	0.3%
383	269	0.3%
354	268	0.3%
343	268	0.3%
349	267	0.3%
364	266	0.3%
Other values (829)	88154	96.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	352	0.4%
1	41	< 0.1%
2	24	< 0.1%
3	33	< 0.1%
4	27	< 0.1%
5	42	< 0.1%
6	37	< 0.1%
7	48	0.1%
8	42	< 0.1%
9	47	0.1%

Value	Count	Frequency (%)
1105	1	< 0.1%
1080	1	< 0.1%
1039	1	< 0.1%
1026	1	< 0.1%
1013	1	< 0.1%
1012	1	< 0.1%
964	1	< 0.1%
962	1	< 0.1%
940	1	< 0.1%
916	1	< 0.1%

MONTEMAYOR, JOSE JR. (DPP)
Real number (ℝ_≥0)

ZEROS

Distinct	27
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5841726777

Minimum	0
Maximum	34
Zeros	56513
Zeros (%)	62.1%
Negative	0
Negative (%)	0.0%
Memory size	710.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	34
Range	34
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.025089405
Coefficient of variation (CV)	1.754771225
Kurtosis	70.37810214
Mean	0.5841726777
Median Absolute Deviation (MAD)	0
Skewness	4.881320632
Sum	53127
Variance	1.050808288
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
0	56513	62.1%
1	23026	25.3%
2	7508	8.3%
3	2398	2.6%
4	821	0.9%
5	322	0.4%
6	133	0.1%
7	79	0.1%
8	38	< 0.1%
9	28	< 0.1%
Other values (17)	78	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	56513	62.1%
1	23026	25.3%
2	7508	8.3%
3	2398	2.6%
4	821	0.9%
5	322	0.4%
6	133	0.1%
7	79	0.1%
8	38	< 0.1%
9	28	< 0.1%

Value	Count	Frequency (%)
34	1	< 0.1%
32	1	< 0.1%
30	1	< 0.1%
29	1	< 0.1%
24	1	< 0.1%
23	2	< 0.1%
20	2	< 0.1%
19	1	< 0.1%
18	5	< 0.1%
17	3	< 0.1%

PACQUIAO, MANNY PACMAN(PROMDI)
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	457
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.14518825

Minimum	0
Maximum	615
Zeros	3903
Zeros (%)	4.3%
Negative	0
Negative (%)	0.0%
Memory size	710.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	6
median	16
Q3	48
95-th percentile	150
Maximum	615
Range	615
Interquartile range (IQR)	42

Descriptive statistics

Standard deviation	53.91281206
Coefficient of variation (CV)	1.413358133
Kurtosis	10.58535906
Mean	38.14518825
Median Absolute Deviation (MAD)	13
Skewness	2.828618299
Sum	3469076
Variance	2906.591304
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3903	4.3%
3	3257	3.6%
2	3194	3.5%
5	3158	3.5%
4	3110	3.4%
1	3086	3.4%
6	3080	3.4%
7	2999	3.3%
8	2840	3.1%
9	2716	3.0%
Other values (447)	59601	65.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3903	4.3%
1	3086	3.4%
2	3194	3.5%
3	3257	3.6%
4	3110	3.4%
5	3158	3.5%
6	3080	3.4%
7	2999	3.3%
8	2840	3.1%
9	2716	3.0%

Value	Count	Frequency (%)
615	1	< 0.1%
614	1	< 0.1%
564	1	< 0.1%
554	1	< 0.1%
537	1	< 0.1%
533	1	< 0.1%
530	1	< 0.1%
516	1	< 0.1%
510	1	< 0.1%
508	1	< 0.1%

ROBREDO, LENI (IND)
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	667
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	138.7177054

Minimum	0
Maximum	790
Zeros	816
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	710.6 KiB

Quantile statistics

Minimum	0
5-th percentile	12
Q1	49
median	114
Q3	195
95-th percentile	369
Maximum	790
Range	790
Interquartile range (IQR)	146

Descriptive statistics

Standard deviation	114.0588319
Coefficient of variation (CV)	0.8222370139
Kurtosis	1.834069528
Mean	138.7177054
Median Absolute Deviation (MAD)	70
Skewness	1.300108528
Sum	12615543
Variance	13009.41713
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	816	0.9%
25	593	0.7%
26	572	0.6%
40	545	0.6%
38	540	0.6%
36	539	0.6%
23	539	0.6%
33	532	0.6%
24	531	0.6%
29	523	0.6%
Other values (657)	85214	93.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	816	0.9%
1	260	0.3%
2	277	0.3%
3	274	0.3%
4	307	0.3%
5	306	0.3%
6	340	0.4%
7	303	0.3%
8	345	0.4%
9	335	0.4%

Value	Count	Frequency (%)
790	1	< 0.1%
744	1	< 0.1%
743	1	< 0.1%
735	1	< 0.1%
732	1	< 0.1%
728	1	< 0.1%
727	1	< 0.1%
718	2	< 0.1%
699	1	< 0.1%
698	1	< 0.1%

CLUSTER
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1376
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	73.05503387

Minimum	1
Maximum	1411
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	710.6 KiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	16
median	35
Q3	72
95-th percentile	272
Maximum	1411
Range	1410
Interquartile range (IQR)	56

Descriptive statistics

Standard deviation	129.8092569
Coefficient of variation (CV)	1.776869437
Kurtosis	34.22968045
Mean	73.05503387
Median Absolute Deviation (MAD)	23
Skewness	5.097053437
Sum	6643917
Variance	16850.44317
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	1472	1.6%
9	1469	1.6%
11	1467	1.6%
10	1464	1.6%
13	1459	1.6%
8	1456	1.6%
7	1453	1.6%
6	1452	1.6%
14	1451	1.6%
5	1445	1.6%
Other values (1366)	76356	84.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1438	1.6%
2	1437	1.6%
3	1441	1.6%
4	1442	1.6%
5	1445	1.6%
6	1452	1.6%
7	1453	1.6%
8	1456	1.6%
9	1469	1.6%
10	1464	1.6%

Value	Count	Frequency (%)
1411	1	< 0.1%
1410	1	< 0.1%
1409	1	< 0.1%
1408	1	< 0.1%
1407	1	< 0.1%
1406	1	< 0.1%
1405	1	< 0.1%
1404	1	< 0.1%
1403	1	< 0.1%
1402	1	< 0.1%

CLUSTERTOTAL
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	764
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	618.9877397

Minimum	1
Maximum	2000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	710.6 KiB

Quantile statistics

Minimum	1
5-th percentile	342
Q1	533
median	635
Q3	740
95-th percentile	792
Maximum	2000
Range	1999
Interquartile range (IQR)	207

Descriptive statistics

Standard deviation	157.4532994
Coefficient of variation (CV)	0.2543722425
Kurtosis	8.534712386
Mean	618.9877397
Median Absolute Deviation (MAD)	104
Skewness	0.3512319603
Sum	56293221
Variance	24791.54151
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	612	0.7%
800	499	0.5%
790	496	0.5%
789	488	0.5%
788	483	0.5%
600	481	0.5%
795	456	0.5%
787	452	0.5%
793	452	0.5%
784	450	0.5%
Other values (754)	86075	94.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4	< 0.1%
2	1	< 0.1%
6	2	< 0.1%
17	1	< 0.1%
26	1	< 0.1%
43	1	< 0.1%
51	1	< 0.1%
53	1	< 0.1%
55	1	< 0.1%
56	1	< 0.1%

Value	Count	Frequency (%)
2000	133	0.1%
1896	1	< 0.1%
1820	1	< 0.1%
1809	1	< 0.1%
1479	1	< 0.1%
1300	1	< 0.1%
1000	612	0.7%
998	1	< 0.1%
982	1	< 0.1%
966	1	< 0.1%

CLUSTERED_PRECINCTS
Categorical

HIGH CARDINALITY

Distinct	41669
Distinct (%)	45.8%
Missing	0
Missing (%)	0.0%
Memory size	7.1 MiB

0001A, 0001B, 0002A, 0002B	185
0029A, 0029B, 0030A, 0030B	101
0025A, 0025B, 0026A, 0026B	101
0023A, 0023B, 0024A, 0024B	96
0015A, 0015B, 0016A, 0016B	94
Other values (41664)	90367

Length

Max length	103
Median length	96
Mean length	24.7635358
Min length	4

Characters and Unicode

Total characters	2252095
Distinct characters	42
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	32971 ?
Unique (%)	36.3%

Sample

1st row	0014A, 0015A, 0015B, 0014B
2nd row	0016A, 0016B, 0017A, 0017B, 0017C
3rd row	0018A, 0018B, 0019A, 0019B
4th row	0020A, 0020B, 0021A, 0021B, 0024A
5th row	0022A, 0022B, 0023A, 0023B

Common Values

Value	Count	Frequency (%)
0001A, 0001B, 0002A, 0002B	185	0.2%
0029A, 0029B, 0030A, 0030B	101	0.1%
0025A, 0025B, 0026A, 0026B	101	0.1%
0023A, 0023B, 0024A, 0024B	96	0.1%
0015A, 0015B, 0016A, 0016B	94	0.1%
0024A, 0024B, 0025A, 0025B	93	0.1%
0034A, 0034B, 0035A, 0035B	92	0.1%
0003A, 0003B, 0004A, 0004B	92	0.1%
0020A, 0020B, 0021A, 0021B	91	0.1%
0012A, 0012B, 0013A, 0013B	91	0.1%
Other values (41659)	89908	98.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0013a	1449	0.4%
0014a	1448	0.4%
0016a	1448	0.4%
0019a	1444	0.4%
0017a	1443	0.4%
0018a	1443	0.4%
0015a	1442	0.4%
0011a	1441	0.4%
0012a	1440	0.4%
0010a	1436	0.4%
Other values (15036)	332394	95.8%

Most occurring characters

Value	Count	Frequency (%)
0	628398	27.9%
,	256007	11.4%
	255884	11.4%
A	180245	8.0%
1	161331	7.2%
B	114255	5.1%
2	106918	4.7%
3	90737	4.0%
4	80448	3.6%
5	74697	3.3%
Other values (32)	303175	13.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1392711	61.8%
Uppercase Letter	347488	15.4%
Other Punctuation	256007	11.4%
Space Separator	255884	11.4%
Lowercase Letter	5	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	180245	51.9%
B	114255	32.9%
C	27182	7.8%
D	8533	2.5%
P	5531	1.6%
E	3820	1.1%
F	2133	0.6%
G	1356	0.4%
H	982	0.3%
I	851	0.2%
Other values (16)	2600	0.7%

Decimal Number

Value	Count	Frequency (%)
0	628398	45.1%
1	161331	11.6%
2	106918	7.7%
3	90737	6.5%
4	80448	5.8%
5	74697	5.4%
6	69657	5.0%
7	64017	4.6%
8	59842	4.3%
9	56666	4.1%

Lowercase Letter

Value	Count	Frequency (%)
c	2	40.0%
d	1	20.0%
b	1	20.0%
a	1	20.0%

Other Punctuation

Value	Count	Frequency (%)
,	256007	100.0%

Space Separator

Value	Count	Frequency (%)
	255884	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1904602	84.6%
Latin	347493	15.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	180245	51.9%
B	114255	32.9%
C	27182	7.8%
D	8533	2.5%
P	5531	1.6%
E	3820	1.1%
F	2133	0.6%
G	1356	0.4%
H	982	0.3%
I	851	0.2%
Other values (20)	2605	0.7%

Common

Value	Count	Frequency (%)
0	628398	33.0%
,	256007	13.4%
	255884	13.4%
1	161331	8.5%
2	106918	5.6%
3	90737	4.8%
4	80448	4.2%
5	74697	3.9%
6	69657	3.7%
7	64017	3.4%
Other values (2)	116508	6.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2252095	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	628398	27.9%
,	256007	11.4%
	255884	11.4%
A	180245	8.0%
1	161331	7.2%
B	114255	5.1%
2	106918	4.7%
3	90737	4.0%
4	80448	3.6%
5	74697	3.3%
Other values (32)	303175	13.5%

POLLINGCENTER
Categorical

HIGH CARDINALITY

Distinct	34412
Distinct (%)	37.8%
Missing	0
Missing (%)	0.0%
Memory size	10.0 MiB

RIYADH PE, KINGDOM OF SAUDI ARABIA (RIYADH)	132
HONGKONG PCG, PEOPLES REPUBLIC OF CHINA	94
SINGAPORE PE, REPUBLIC OF SINGAPORE	85
JEDDAH PCG, KINGDOM OF SAUDI ARABIA (RIYADH)	66
SANTA CRUZ ELEMENTARY SCHOOL, OLALIA ROAD, BRGY. SANTA CRUZ	51
Other values (34407)	90516

Length

Max length	149
Median length	107
Mean length	57.99625044
Min length	14

Characters and Unicode

Total characters	5274411
Distinct characters	55
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13548 ?
Unique (%)	14.9%

Sample

1st row	BALINTAD, ELEMENTARY SCHOOL, BALINTAD, BAUNGON, BUKIDNON
2nd row	BUENAVISTA, ELEMENTARY SCHOOL, BUENAVISTA, BAUNGON, BUKIDNON
3rd row	DANATAG, ELEMENTARY SCHOOL, DANATAG, BAUNGON, BUKIDNON
4th row	DANATAG, ELEMENTARY SCHOOL, DANATAG, BAUNGON, BUKIDNON
5th row	DANATAG, ELEMENTARY SCHOOL, DANATAG, BAUNGON, BUKIDNON

Common Values

Value	Count	Frequency (%)
RIYADH PE, KINGDOM OF SAUDI ARABIA (RIYADH)	132	0.1%
HONGKONG PCG, PEOPLES REPUBLIC OF CHINA	94	0.1%
SINGAPORE PE, REPUBLIC OF SINGAPORE	85	0.1%
JEDDAH PCG, KINGDOM OF SAUDI ARABIA (RIYADH)	66	0.1%
SANTA CRUZ ELEMENTARY SCHOOL, OLALIA ROAD, BRGY. SANTA CRUZ	51	0.1%
POLO AL KHOBAR, KINGDOM OF SAUDI ARABIA (RIYADH)	51	0.1%
MAMATID ELEMENTARY SCHOOL, BARANGAY MAMATID, CABUYAO CITY, LAGUNA	46	0.1%
STA. CRUZ ELEMENTARY SCHOOL, STA. CRUZ I	43	< 0.1%
SAN JOSE NATIONAL HIGH SCHOOL, SITIO PULONG BANAL, CIRCUMFERENTIAL ROAD, BRGY. SAN JOSE	42	< 0.1%
LAHUG ELEMENTARY SCHOOL, GORORDO AVENUE, CEBU CITY	42	< 0.1%
Other values (34402)	90292	99.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
school	84753	12.1%
elementary	64255	9.2%
san	18421	2.6%
brgy	17320	2.5%
city	15982	2.3%
barangay	13097	1.9%
central	9883	1.4%
purok	7220	1.0%
sur	6820	1.0%
elem	6375	0.9%
Other values (23841)	454593	65.1%

Most occurring characters

Value	Count	Frequency (%)
A	657181	12.5%
	608521	11.5%
O	399689	7.6%
N	367918	7.0%
E	355286	6.7%
L	335055	6.4%
R	244168	4.6%
S	232267	4.4%
,	225888	4.3%
T	223176	4.2%
Other values (45)	1625262	30.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	4363849	82.7%
Space Separator	608521	11.5%
Other Punctuation	275200	5.2%
Decimal Number	10719	0.2%
Dash Punctuation	9155	0.2%
Open Punctuation	3487	0.1%
Close Punctuation	3473	0.1%
Lowercase Letter	5	< 0.1%
Modifier Symbol	2	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	657181	15.1%
O	399689	9.2%
N	367918	8.4%
E	355286	8.1%
L	335055	7.7%
R	244168	5.6%
S	232267	5.3%
T	223176	5.1%
I	218341	5.0%
C	209821	4.8%
Other values (18)	1120947	25.7%

Other Punctuation

Value	Count	Frequency (%)
,	225888	82.1%
.	48594	17.7%
/	415	0.2%
&	162	0.1%
'	81	< 0.1%
"	30	< 0.1%
:	15	< 0.1%
#	9	< 0.1%
*	4	< 0.1%
;	2	< 0.1%

Decimal Number

Value	Count	Frequency (%)
1	3387	31.6%
2	2318	21.6%
3	1483	13.8%
4	1027	9.6%
5	746	7.0%
0	429	4.0%
6	413	3.9%
8	400	3.7%
7	370	3.5%
9	146	1.4%

Open Punctuation

Value	Count	Frequency (%)
(	3482	99.9%
‚	5	0.1%

Space Separator

Value	Count	Frequency (%)
	608521	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	9155	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3473	100.0%

Lowercase Letter

Value	Count	Frequency (%)
ì	5	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4363854	82.7%
Common	910557	17.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	657181	15.1%
O	399689	9.2%
N	367918	8.4%
E	355286	8.1%
L	335055	7.7%
R	244168	5.6%
S	232267	5.3%
T	223176	5.1%
I	218341	5.0%
C	209821	4.8%
Other values (19)	1120952	25.7%

Common

Value	Count	Frequency (%)
	608521	66.8%
,	225888	24.8%
.	48594	5.3%
-	9155	1.0%
(	3482	0.4%
)	3473	0.4%
1	3387	0.4%
2	2318	0.3%
3	1483	0.2%
4	1027	0.1%
Other values (16)	3229	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5271164	99.9%
None	3242	0.1%
Punctuation	5	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	657181	12.5%
	608521	11.5%
O	399689	7.6%
N	367918	7.0%
E	355286	6.7%
L	335055	6.4%
R	244168	4.6%
S	232267	4.4%
,	225888	4.3%
T	223176	4.2%
Other values (41)	1622015	30.8%

None

Value	Count	Frequency (%)
Ñ	3232	99.7%
Ä	5	0.2%
ì	5	0.2%

Punctuation

Value	Count	Frequency (%)
‚	5	100.0%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	region	province	city	barangay	precinct_id	ABELLA, ERNIE (IND)	DE GUZMAN, LEODY (PLM)	DOMAGOSO, ISKO MORENO (AKSYON)	GONZALES, NORBERTO (PDSP)	LACSON, PING (PDR)	MANGONDATO, FAISAL (KTPNAN)	MARCOS, BONGBONG (PFP)	MONTEMAYOR, JOSE JR. (DPP)	PACQUIAO, MANNY PACMAN(PROMDI)	ROBREDO, LENI (IND)	CLUSTER	CLUSTERTOTAL	CLUSTERED_PRECINCTS	POLLINGCENTER
0	REGION X	BUKIDNON	BAUNGON	BALINTAD	13010009	2	1	4	0	0	1	224	0	115	29	9.0	486.0	0014A, 0015A, 0015B, 0014B	BALINTAD, ELEMENTARY SCHOOL, BALINTAD, BAUNGON, BUKIDNON
1	REGION X	BUKIDNON	BAUNGON	BUENAVISTA	13010010	3	5	7	5	0	2	310	1	188	47	10.0	769.0	0016A, 0016B, 0017A, 0017B, 0017C	BUENAVISTA, ELEMENTARY SCHOOL, BUENAVISTA, BAUNGON, BUKIDNON
2	REGION X	BUKIDNON	BAUNGON	DANATAG	13010011	4	3	9	4	3	0	288	4	152	44	11.0	645.0	0018A, 0018B, 0019A, 0019B	DANATAG, ELEMENTARY SCHOOL, DANATAG, BAUNGON, BUKIDNON
3	REGION X	BUKIDNON	BAUNGON	DANATAG	13010012	2	2	16	2	3	0	190	3	160	51	12.0	592.0	0020A, 0020B, 0021A, 0021B, 0024A	DANATAG, ELEMENTARY SCHOOL, DANATAG, BAUNGON, BUKIDNON
4	REGION X	BUKIDNON	BAUNGON	DANATAG	13010013	0	1	16	4	6	0	272	2	125	46	13.0	593.0	0022A, 0022B, 0023A, 0023B	DANATAG, ELEMENTARY SCHOOL, DANATAG, BAUNGON, BUKIDNON
5	REGION X	BUKIDNON	BAUNGON	KALILANGAN	13010014	6	0	10	1	3	1	320	0	140	50	14.0	712.0	0025A, 0026A, 0026B, 0027A, 0027B	KALILANGAN, ELEMENTARY SCHOOL, KALILANGAN, BAUNGON, BUKIDNON
6	REGION X	BUKIDNON	BAUNGON	LACOLAC	13010015	3	1	5	1	5	1	275	1	151	62	15.0	698.0	0028A, 0028B, 0029A, 0029B, 0030A	LACOLAC ELEMENTARY SCHOOL, LACOLAC, BAUNGON, BUKIDNON
7	REGION X	BUKIDNON	BAUNGON	LANGAON	13010016	1	0	4	0	0	1	157	1	146	41	16.0	429.0	0031A, 0031B, 0031C	LANGAON ELEMENTARY SCHOOL, LANGAON, BAUNGON, BUKIDNON
8	REGION X	BUKIDNON	BAUNGON	LANGAON	13010017	1	2	3	1	3	1	174	1	131	36	17.0	456.0	0032A, 0032B, 0033A, 0033B	LANGAON ELEMENTARY SCHOOL, LANGAON, BAUNGON, BUKIDNON
9	REGION X	BUKIDNON	BAUNGON	LIBORAN	13010018	5	4	6	2	4	0	266	1	235	51	18.0	706.0	0034A, 0034B, 0035A, 0035B	LIBORAN ELEMENTARY SCHOOL, LIBORAN, BAUNGON, BUKIDNON

Last rows

	region	province	city	barangay	precinct_id	ABELLA, ERNIE (IND)	DE GUZMAN, LEODY (PLM)	DOMAGOSO, ISKO MORENO (AKSYON)	GONZALES, NORBERTO (PDSP)	LACSON, PING (PDR)	MANGONDATO, FAISAL (KTPNAN)	MARCOS, BONGBONG (PFP)	MONTEMAYOR, JOSE JR. (DPP)	PACQUIAO, MANNY PACMAN(PROMDI)	ROBREDO, LENI (IND)	CLUSTER	CLUSTERTOTAL	CLUSTERED_PRECINCTS	POLLINGCENTER
90934	REGION III	BATAAN	SAMAL	TABING ILOG	8120009	0	0	46	1	7	0	367	0	1	99	9.0	592.0	0018B, 0019A, 0019B, 0020A, 0020B	SAMAL NORTH ELEMENTARY SCHOOL, SAN JUAN
90935	REGION III	BATAAN	SAMAL	GUGO	8120014	3	1	25	0	21	0	366	0	11	103	14.0	608.0	0030A, 0030B, 0031A, 0031C	GUGO ELEMENTARY SCHOOL, GUGO
90936	REGION III	BATAAN	SAMAL	GUGO	8120015	4	1	50	0	8	0	433	0	11	87	15.0	686.0	0030C, 0032A, 0032B, 0032C	GUGO ELEMENTARY SCHOOL, GUGO
90937	REGION III	BATAAN	SAMAL	GUGO	8120016	5	5	47	0	9	1	413	0	12	83	16.0	658.0	0031B, 0033A, 0033B, 0033C	GUGO ELEMENTARY SCHOOL, GUGO
90938	REGION III	BATAAN	SAMAL	GUGO	8120017	1	1	44	1	6	0	364	0	14	124	17.0	626.0	0034A, 0034B, 0034C, 0035D	GUGO ELEMENTARY SCHOOL, GUGO
90939	REGION III	BATAAN	SAMAL	GUGO	8120018	3	0	38	0	7	0	347	1	12	124	18.0	586.0	0035A, 0035B, 0035C	GUGO ELEMENTARY SCHOOL, GUGO
90940	REGION III	BATAAN	SAMAL	WEST CALAGUIMAN (POB.)	8120049	2	0	58	2	5	1	243	0	7	197	49.0	581.0	0088A, 0088B, 0089A, 0089B	CALAGUIMAN ELEMENTARY SCHOOL, EAST CALAGUIMAN
90941	REGION III	BATAAN	SAMAL	WEST CALAGUIMAN (POB.)	8120050	0	0	37	1	10	0	233	1	5	236	50.0	575.0	0090A, 0090B, 0091A, 0091B	CALAGUIMAN ELEMENTARY SCHOOL, EAST CALAGUIMAN
90942	REGION III	BATAAN	SAMAL	WEST DAANG BAGO (POB.)	8120003	3	1	20	2	11	0	194	0	9	127	3.0	412.0	0006A, 0009A, 0009B	SAMAL NORTH ELEMENTARY SCHOOL, SAN JUAN
90943	REGION III	BATAAN	SAMAL	WEST DAANG BAGO (POB.)	8120004	1	0	26	2	12	0	215	0	2	138	4.0	441.0	0006B, 0007A, 0008A	SAMAL NORTH ELEMENTARY SCHOOL, SAN JUAN

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation

Space Separator

Most occurring scripts